Redundancy in speech signals and robustness of automatic speech recognition

Jibran Yousafzai; Zoran Cvetković; Matthew Ager; Peter Sollich

doi:10.1109/RED.2012.6338416

Redundancy in speech signals and robustness of automatic speech recognition

Jibran Yousafzai, Zoran Cvetković, Matthew Ager, Peter Sollich

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Automatic speech recognition (ASR) systems are yet to achieve the level of robustness inherent to speech recognition by the human auditory system. The primary goal of this paper is to argue that exploiting the redundancy in speech signals could be the key to solving the problem of the lack of robustness. This view is supported by our recent results on phoneme classification and recognition in the presence of noise which are surveyed in this paper.

Original language	English
Title of host publication	Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012
Pages	93-98
Number of pages	6
DOIs	https://doi.org/10.1109/RED.2012.6338416
State	Published - 2012
Event	2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012 - St. Petersburg, Russian Federation Duration: 5 Sep 2012 → 10 Sep 2012

Publication series

Name	Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012

Conference

Conference	2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012
Country/Territory	Russian Federation
City	St. Petersburg
Period	5/09/12 → 10/09/12

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10.1109/RED.2012.6338416

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Yousafzai, J., Cvetković, Z., Ager, M., & Sollich, P. (2012). Redundancy in speech signals and robustness of automatic speech recognition. In Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012 (pp. 93-98). Article 6338416 (Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012). https://doi.org/10.1109/RED.2012.6338416

Yousafzai, Jibran ; Cvetković, Zoran ; Ager, Matthew et al. / Redundancy in speech signals and robustness of automatic speech recognition. Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012. 2012. pp. 93-98 (Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012).

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title = "Redundancy in speech signals and robustness of automatic speech recognition",

abstract = "Automatic speech recognition (ASR) systems are yet to achieve the level of robustness inherent to speech recognition by the human auditory system. The primary goal of this paper is to argue that exploiting the redundancy in speech signals could be the key to solving the problem of the lack of robustness. This view is supported by our recent results on phoneme classification and recognition in the presence of noise which are surveyed in this paper.",

author = "Jibran Yousafzai and Zoran Cvetkovi{\'c} and Matthew Ager and Peter Sollich",

year = "2012",

doi = "10.1109/RED.2012.6338416",

language = "English",

isbn = "9781467301701",

series = "Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012",

pages = "93--98",

booktitle = "Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012",

note = "2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012 ; Conference date: 05-09-2012 Through 10-09-2012",

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Yousafzai, J, Cvetković, Z, Ager, M & Sollich, P 2012, Redundancy in speech signals and robustness of automatic speech recognition. in Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012., 6338416, Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012, pp. 93-98, 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012, St. Petersburg, Russian Federation, 5/09/12. https://doi.org/10.1109/RED.2012.6338416

Redundancy in speech signals and robustness of automatic speech recognition. / Yousafzai, Jibran; Cvetković, Zoran; Ager, Matthew et al.
Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012. 2012. p. 93-98 6338416 (Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Yousafzai J, Cvetković Z, Ager M, Sollich P. Redundancy in speech signals and robustness of automatic speech recognition. In Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012. 2012. p. 93-98. 6338416. (Proceedings - 2012 13th International Symposium on Problems of Redundancy in Information and Control Systems, RED 2012). doi: 10.1109/RED.2012.6338416

Redundancy in speech signals and robustness of automatic speech recognition

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